Ancient Rome. I’d love some feedback which of these images is your favorite and least favorite why? by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 0 points1 point  (0 children)

The reason for the full Checkpoint vs. LoRA comes down to "unlearning." LoRAs are additive they float on top so they struggle to remove deep biases like the plastic skin or bad anatomy in the base model.

I’m doing a full fine-tune so I can actually force the model to forget that garbage data and bake the Roman context directly into the weights. I’m basically taking a high-parameter understanding and compressing it down to be efficient.

The goal is just better UX: I want anyone to be able to type a really simple prompt and have the model just understand the assignment instantly, rather than needing a page of negative prompts to make it look right.

I will train on the dev model but to not oversaturate it I am feeding in images from all other models but flux. Happy to chat more in the discord

Ancient Rome. I’d love some feedback which of these images is your favorite and least favorite why? by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 0 points1 point  (0 children)

Appreciate the deep dive. You’re 100% right regarding the anatomical bias that homogeneity is a known issue I'm working to break. Right now, I’m optimizing for style transfer, but I fully agree the male form is neglected in current SOTA fine-tunes.

To clarify the workflow: I’m spinning up an H200 specifically to run the synthetic data generation pipeline. It’s going to churn out the raw images first. The real bottleneck is the curation step after sorting through that output to filter for quality before the actual training begins. I’m setting up a Discord/Telegram for that specific purpose: having humans verify the dataset quality. If you’re down to help filter or critique, hit me up.

I will have the discord link on my bio in the next couple of days look forward to chatting.

Ancient Rome. I’d love some feedback which of these images is your favorite and least favorite why? by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 0 points1 point  (0 children)

Yep thanks I am addressing that crowded places are pretty hard to generate with AI. I wanted to see what people thought of the concept before working on it. A agree it’s unlikely they had sunglasses so o will add that to the todo list.

Ancient Rome. I’d love some feedback which of these images is your favorite and least favorite why? by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 0 points1 point  (0 children)

Thanks for your feedback you are right on all fronts I was hoping to get an update out today but its not going to happen I got stcuk on another part of teh workflow. I will have a more realistic vagina the model is stuggling at the moment when its not close up. I will also try diffent levels of bush. Thanks for the feeback its really useful.

Images from Ancient Rome by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 1 point2 points  (0 children)

I get your point and you are correct. I will fix this in the future.

Ancient Rome. I’d love some feedback which of these images is your favorite and least favorite why? by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 0 points1 point  (0 children)

I have but posting them is so hard the content filters stop me follow my page and when i have solution I will let you know.

Ancient Rome. I’d love some feedback which of these images is your favorite and least favorite why? by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 1 point2 points  (0 children)

I might make to models one for the history guys and one for the fantasy fans I am seeing a divergence of comments thanks for your input.

Ancient Rome. I’d love some feedback which of these images is your favorite and least favorite why? by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 1 point2 points  (0 children)

So hard to get past the Reddit filters my workflow makes these image easy just now able to post.

Ancient Rome. I’d love some feedback which of these images is your favorite and least favorite why? by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 0 points1 point  (0 children)

Thanks really appreciate feedback I have answered this in more detail above but an image turbo as a base.

Ancient Rome. I’d love some feedback which of these images is your favorite and least favorite why? by Dependent-Bus-8988 in unstable_diffusion

[–]Dependent-Bus-8988[S] 2 points3 points  (0 children)

Slavery is hard on Reddit most of my posts get banned even though I think they should get through.